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AI Visibility Scorecard
lighthouselearning
lighthouselearning.com · e-learning
Borderline visible. AI bots can crawl lighthouselearning, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#212,368 of 520,768 in E-commerce for AI visibility
4.8
/10
AEO Score
About lighthouselearning
from our crawl and measurement
"Buy premium domain names through secure payment, fast domain transfer, and trusted checkout on Efty." That is how lighthouselearning introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
On the page itself the strengths are clear: sitemaps and entity links AI can follow. It is passable on a workable page structure, a partly stated business identity, a few credibility markers and basic crawler access. What holds it back is structured data describing the business.
Away from its own site, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.8/10, lighthouselearning is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for lighthouselearning
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lighthouselearning
Cite this score: Engagemii (2026). "AEO Score for lighthouselearning." Retrieved from https://engagemii.com/aeo/brands/lighthouselearning
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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